Automated Credit Risk Assessment Systems in Small Business Lending Decisions

Small businesses account for 89.6% of the total private labour force in Canada and, despite the vital role they play in the Canadian economy, fewer than half of small businesses will survive 10 years. One of the most commonly cited causes of small business failure is the inability to raise capital to finance its operations. […]

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Privacy Guarantees and Risk Identification: Statistical Framework and Methodology

A risk-based approach to anonymization includes an assessment of the risk that an attack to reveal or uncover personal information will be realized, known as threat modelling, against the risk that an attack on the data will be successful (e.g., a re-identification). We wish to incorporate the provable guarantees of differential privacy into this assessment […]

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Opioid Use in Pediatric-Onset Inflammatory Bowel Disease – Year two

Patients with inflammatory bowel disease (IBD) have an inflamed digestive tract and experience diarrhea, fatigue, and abdominal pain. Youth with IBD are six times more likely to take opioids than youth without IBD. We are currently in the midst of an opioid crisis. In 2016, there were almost 3000 deaths related to opioid use in […]

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Understanding helmet design and performance based on size, fit, and component analysis

The main concern for helmet performance is the reduction of skull and brain injury risk during impact events. Combinations of shell materials, foams, and three-dimensional engineered structures are used to design hockey helmets. Using current helmet evaluation techniques, the contributions of each of these components cannot be directly assessed. In the proposed work, high-speed X-ray […]

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Competency-Based Education for Airside Professionals

This project will analyze competencies (knowledge, skill, and attitude) of airside professionals conducting the taxi-ground run of an aircraft in an operational airport environment. Both cognitive task analysis and consensus modeling methodologies will be used to identify competencies and draft a competency framework of the task. Based on the competency framework, training implementations (including those […]

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Redefining Recreational River Waves

Wave surfing was traditionally restricted to oceans. Nowadays it is becoming more and more popular in rivers. Although there are some natural surfable waves in rivers, human constructions can provide waves even where they do not naturally exist. However, there is not enough academic support for design and construction of these waves. In this project, […]

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High Energy, RAnge extending battery for Electrical Vehicles (HERA-EV)

We can deal with the daunting challenges of depleting fossil fuels as-well-as the toxic and greenhouse gases emitted from the gasoline/diesel driven vehicles by replacing their internal combustion engine with rechargeable batteries. This project focuses on the development of an all-metal-free and biocompatible rechargeable battery system that will compete with the existing counterparts (Lithium-ion batteries, […]

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Video Quality-of-Experience Assessment Based on Advanced Machine Learning Technologies

The proposed Mitacs cluster project aims to apply advanced artificial intelligence (AI) technologies to attack challenging video quality-of-experience (QoE) assessment and quality assurance problems that are critical in real-world large-scale video distribution systems. Six internship students will work closely with the technical staff members at SSIMWAVE INC, a deep-tech startup company based in Waterloo Ontario, […]

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The Vape Mediascape: Youth, E-cigarettes, and Health Policy

A survey, comprised of 20 questions, and organized according to the following four categories/themes: 1) Patterns of use; 2) Perceived health risks; 3) Access to e-cigarettes; and 4) Exposure to cultural content (i.e. marketing and advertisements) will be distributed to a minimum of 100 students from grades 7-12 in the Ottawa private school system. The […]

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RALI-DX: Rapid Diagnostic Tools for Acute Lung Injury

Sepsis, severe pneumonia and respiratory viruses are key causes of Acute Respiratory Distress Syndrome (ARDS)—a detrimental lung condition that results in >3 million ICU admissions/year and can lead to organ failure and death. In Canada, ~18,000 patients with ARDS are admitted to hospital annually and those requiring critical care place an immense burden on hospital […]

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Development of novel catalytic systems for green-house gas abatement

The use of fossil fuels for energy has led to the significant emission of greenhouse gases from the stationary and automobile sources. Methane (CH4) is an abundant source of fuel found in large quantities in natural gas reserves or produced synthetically is an alternative fuel for motor vehicles, large track transportation, marine application because of […]

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